arXiv Open Access 2017

GAN and VAE from an Optimal Transport Point of View

Aude Genevay Gabriel Peyré Marco Cuturi

Lihat Sumber

Abstrak

This short article revisits some of the ideas introduced in arXiv:1701.07875 and arXiv:1705.07642 in a simple setup. This sheds some lights on the connexions between Variational Autoencoders (VAE), Generative Adversarial Networks (GAN) and Minimum Kantorovitch Estimators (MKE).

Topik & Kata Kunci

stat.ML

Penulis (3)

Aude Genevay

Gabriel Peyré

Marco Cuturi

Format Sitasi

APA MLA BibTeX

Genevay, A., Peyré, G., Cuturi, M. (2017). GAN and VAE from an Optimal Transport Point of View. https://arxiv.org/abs/1706.01807

Akses Cepat

Lihat di Sumber

Informasi Jurnal

Tahun Terbit: 2017
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓